Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 13576 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.0 MiB |
| Average record size in memory | 1.4 KiB |
Variable types
| Numeric | 11 |
|---|---|
| Text | 3 |
| DateTime | 6 |
| Categorical | 7 |
journey_start_country has constant value "" | Constant |
journey_end_country has constant value "" | Constant |
passenger_seats has constant value "" | Constant |
journey_start_lon is highly overall correlated with journey_start_towngroup and 2 other fields | High correlation |
journey_start_lat is highly overall correlated with journey_start_department and 3 other fields | High correlation |
journey_start_insee is highly overall correlated with journey_start_department and 3 other fields | High correlation |
journey_start_department is highly overall correlated with journey_start_lat and 4 other fields | High correlation |
journey_end_lon is highly overall correlated with journey_end_towngroup | High correlation |
journey_end_lat is highly overall correlated with journey_end_department and 1 other fields | High correlation |
journey_end_insee is highly overall correlated with journey_end_department and 1 other fields | High correlation |
journey_end_department is highly overall correlated with journey_end_lat and 2 other fields | High correlation |
journey_distance is highly overall correlated with journey_duration and 4 other fields | High correlation |
journey_duration is highly overall correlated with journey_distance and 4 other fields | High correlation |
journey_start_towngroup is highly overall correlated with journey_start_lon and 7 other fields | High correlation |
journey_end_towngroup is highly overall correlated with journey_end_lon and 5 other fields | High correlation |
operator_class is highly overall correlated with journey_start_lon and 7 other fields | High correlation |
has_incentive is highly overall correlated with journey_start_lon and 7 other fields | High correlation |
journey_start_towngroup is highly imbalanced (67.4%) | Imbalance |
journey_end_towngroup is highly imbalanced (68.6%) | Imbalance |
operator_class is highly imbalanced (86.7%) | Imbalance |
has_incentive is highly imbalanced (97.6%) | Imbalance |
journey_start_lat is highly skewed (γ1 = -20.23214872) | Skewed |
journey_id has unique values | Unique |
Reproduction
| Analysis started | 2023-10-14 11:17:08.195513 |
|---|---|
| Analysis finished | 2023-10-14 11:17:55.158328 |
| Duration | 46.96 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
journey_id
Real number (ℝ)
UNIQUE
| Distinct | 13576 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17538178 |
| Minimum | 17277395 |
|---|---|
| Maximum | 17830294 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 17277395 |
|---|---|
| 5-th percentile | 17303732 |
| Q1 | 17406263 |
| median | 17537688 |
| Q3 | 17669394 |
| 95-th percentile | 17780700 |
| Maximum | 17830294 |
| Range | 552899 |
| Interquartile range (IQR) | 263131.25 |
Descriptive statistics
| Standard deviation | 152150.21 |
|---|---|
| Coefficient of variation (CV) | 0.0086753713 |
| Kurtosis | -1.1740166 |
| Mean | 17538178 |
| Median Absolute Deviation (MAD) | 131657 |
| Skewness | 0.03825169 |
| Sum | 2.3809831 × 1011 |
| Variance | 2.3149686 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17277395 | 1 | < 0.1% |
| 17623454 | 1 | < 0.1% |
| 17623500 | 1 | < 0.1% |
| 17623499 | 1 | < 0.1% |
| 17623572 | 1 | < 0.1% |
| 17623623 | 1 | < 0.1% |
| 17623811 | 1 | < 0.1% |
| 17623881 | 1 | < 0.1% |
| 17624816 | 1 | < 0.1% |
| 17625120 | 1 | < 0.1% |
| Other values (13566) | 13566 |
| Value | Count | Frequency (%) |
| 17277395 | 1 | |
| 17277418 | 1 | |
| 17277506 | 1 | |
| 17277507 | 1 | |
| 17277546 | 1 | |
| 17277875 | 1 | |
| 17278265 | 1 | |
| 17278370 | 1 | |
| 17278565 | 1 | |
| 17278573 | 1 |
| Value | Count | Frequency (%) |
| 17830294 | 1 | |
| 17824962 | 1 | |
| 17823785 | 1 | |
| 17822269 | 1 | |
| 17819012 | 1 | |
| 17815420 | 1 | |
| 17811281 | 1 | |
| 17811058 | 1 | |
| 17810638 | 1 | |
| 17810374 | 1 |
trip_id
Text
| Distinct | 11893 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 488736 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10459 ? |
|---|---|
| Unique (%) | 77.0% |
Sample
| 1st row | d2a0a6fe-b8fa-4a1b-aae6-a21ca99c10d3 |
|---|---|
| 2nd row | 8ed2d495-7515-4546-8cb0-19a464122142 |
| 3rd row | d2ddd2f4-bdd5-4e81-94bc-a2974a4f5dcb |
| 4th row | d2ddd2f4-bdd5-4e81-94bc-a2974a4f5dcb |
| 5th row | 74fe92cd-c8c8-4e75-89ab-89408f3e2ffd |
| Value | Count | Frequency (%) |
| 0f9e7c9a-d1e5-477d-b213-05146fd1f746 | 16 | 0.1% |
| 505046e1-2bbd-42c9-99c7-59f18bea8e8e | 4 | < 0.1% |
| 41c95bfe-b06c-424f-ad1f-67317997225d | 3 | < 0.1% |
| 728c57ba-5db5-4818-b398-0b30f28cf447 | 3 | < 0.1% |
| 36ae534a-7cca-4b7e-9b7e-d53fc8d2b6df | 3 | < 0.1% |
| c0b94672-a5b5-42eb-a3b7-3d729e7c5479 | 3 | < 0.1% |
| 1ade0d6a-4237-454d-8414-253a6f8a608c | 3 | < 0.1% |
| ba1f2ff7-9388-4788-9787-f136f3af7991 | 3 | < 0.1% |
| ceed2e70-976d-4ba2-8791-f091339fa014 | 3 | < 0.1% |
| 02536c9c-fa9b-45d5-b372-f0259f647975 | 3 | < 0.1% |
| Other values (11883) | 13532 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 54304 | 11.1% |
| 4 | 39031 | 8.0% |
| 8 | 28889 | 5.9% |
| b | 28801 | 5.9% |
| a | 28678 | 5.9% |
| 9 | 28653 | 5.9% |
| 2 | 25778 | 5.3% |
| f | 25702 | 5.3% |
| e | 25661 | 5.3% |
| 7 | 25654 | 5.2% |
| Other values (7) | 177585 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 274987 | |
| Lowercase Letter | 159445 | |
| Dash Punctuation | 54304 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 39031 | |
| 8 | 28889 | |
| 9 | 28653 | |
| 2 | 25778 | |
| 7 | 25654 | |
| 1 | 25583 | |
| 0 | 25523 | |
| 5 | 25407 | |
| 6 | 25251 | |
| 3 | 25218 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 28801 | |
| a | 28678 | |
| f | 25702 | |
| e | 25661 | |
| d | 25526 | |
| c | 25077 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 54304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 329291 | |
| Latin | 159445 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 54304 | |
| 4 | 39031 | |
| 8 | 28889 | |
| 9 | 28653 | |
| 2 | 25778 | |
| 7 | 25654 | |
| 1 | 25583 | |
| 0 | 25523 | |
| 5 | 25407 | |
| 6 | 25251 |
Latin
| Value | Count | Frequency (%) |
| b | 28801 | |
| a | 28678 | |
| f | 25702 | |
| e | 25661 | |
| d | 25526 | |
| c | 25077 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 488736 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 54304 | 11.1% |
| 4 | 39031 | 8.0% |
| 8 | 28889 | 5.9% |
| b | 28801 | 5.9% |
| a | 28678 | 5.9% |
| 9 | 28653 | 5.9% |
| 2 | 25778 | 5.3% |
| f | 25702 | 5.3% |
| e | 25661 | 5.3% |
| 7 | 25654 | 5.2% |
| Other values (7) | 177585 |
| Distinct | 3044 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-08-01 00:40:00+02:00 |
|---|---|
| Maximum | 2023-08-31 23:50:00+02:00 |
Histogram with fixed size bins (bins=50)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-08-01 00:00:00 |
|---|---|
| Maximum | 2023-08-31 00:00:00 |
Histogram with fixed size bins (bins=31)
| Distinct | 144 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-10-14 00:00:00 |
|---|---|
| Maximum | 2023-10-14 23:50:00 |
Histogram with fixed size bins (bins=50)
journey_start_lon
Real number (ℝ)
HIGH CORRELATION
| Distinct | 609 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0768307 |
| Minimum | -0.358 |
|---|---|
| Maximum | 3.267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | < 0.1% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | -0.358 |
|---|---|
| 5-th percentile | 0.866 |
| Q1 | 1.063 |
| median | 1.087 |
| Q3 | 1.113 |
| 95-th percentile | 1.228 |
| Maximum | 3.267 |
| Range | 3.625 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.1563683 |
|---|---|
| Coefficient of variation (CV) | 0.1452116 |
| Kurtosis | 56.481075 |
| Mean | 1.0768307 |
| Median Absolute Deviation (MAD) | 0.025 |
| Skewness | 1.5101926 |
| Sum | 14619.053 |
| Variance | 0.024451046 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.103 | 256 | 1.9% |
| 1.078 | 256 | 1.9% |
| 1.08 | 223 | 1.6% |
| 1.087 | 218 | 1.6% |
| 1.084 | 194 | 1.4% |
| 1.095 | 193 | 1.4% |
| 1.077 | 184 | 1.4% |
| 1.092 | 182 | 1.3% |
| 1.079 | 181 | 1.3% |
| 1.094 | 180 | 1.3% |
| Other values (599) | 11509 |
| Value | Count | Frequency (%) |
| -0.358 | 1 | < 0.1% |
| -0.351 | 2 | < 0.1% |
| -0.349 | 1 | < 0.1% |
| -0.342 | 1 | < 0.1% |
| 0.093 | 1 | < 0.1% |
| 0.114 | 3 | |
| 0.115 | 2 | < 0.1% |
| 0.141 | 1 | < 0.1% |
| 0.142 | 1 | < 0.1% |
| 0.181 | 5 |
| Value | Count | Frequency (%) |
| 3.267 | 16 | |
| 2.477 | 1 | < 0.1% |
| 2.384 | 1 | < 0.1% |
| 2.187 | 1 | < 0.1% |
| 2.081 | 1 | < 0.1% |
| 2.072 | 1 | < 0.1% |
| 2.068 | 1 | < 0.1% |
| 2.01 | 1 | < 0.1% |
| 1.713 | 5 | < 0.1% |
| 1.568 | 3 | < 0.1% |
journey_start_lat
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 515 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.41922 |
| Minimum | 43.919 |
|---|---|
| Maximum | 49.974 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 43.919 |
|---|---|
| 5-th percentile | 49.249 |
| Q1 | 49.417 |
| median | 49.438 |
| Q3 | 49.449 |
| 95-th percentile | 49.563 |
| Maximum | 49.974 |
| Range | 6.055 |
| Interquartile range (IQR) | 0.032 |
Descriptive statistics
| Standard deviation | 0.21334615 |
|---|---|
| Coefficient of variation (CV) | 0.0043170684 |
| Kurtosis | 518.29593 |
| Mean | 49.41922 |
| Median Absolute Deviation (MAD) | 0.015 |
| Skewness | -20.232149 |
| Sum | 670915.33 |
| Variance | 0.045516581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.441 | 383 | 2.8% |
| 49.447 | 380 | 2.8% |
| 49.446 | 374 | 2.8% |
| 49.437 | 355 | 2.6% |
| 49.436 | 351 | 2.6% |
| 49.438 | 343 | 2.5% |
| 49.443 | 319 | 2.3% |
| 49.445 | 302 | 2.2% |
| 49.439 | 299 | 2.2% |
| 49.434 | 291 | 2.1% |
| Other values (505) | 10179 |
| Value | Count | Frequency (%) |
| 43.919 | 16 | |
| 48.803 | 1 | < 0.1% |
| 48.873 | 1 | < 0.1% |
| 48.885 | 1 | < 0.1% |
| 48.901 | 1 | < 0.1% |
| 48.976 | 5 | < 0.1% |
| 49.001 | 7 | |
| 49.005 | 12 | |
| 49.006 | 1 | < 0.1% |
| 49.007 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.974 | 4 | < 0.1% |
| 49.93 | 1 | < 0.1% |
| 49.927 | 1 | < 0.1% |
| 49.923 | 1 | < 0.1% |
| 49.922 | 1 | < 0.1% |
| 49.921 | 14 | |
| 49.92 | 7 | |
| 49.919 | 17 | |
| 49.918 | 2 | < 0.1% |
| 49.863 | 1 | < 0.1% |
journey_start_insee
Real number (ℝ)
HIGH CORRELATION
| Distinct | 259 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70420.649 |
| Minimum | 12082 |
|---|---|
| Maximum | 93010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 12082 |
|---|---|
| 5-th percentile | 27375 |
| Q1 | 76319 |
| median | 76540 |
| Q3 | 76540 |
| 95-th percentile | 76640 |
| Maximum | 93010 |
| Range | 80928 |
| Interquartile range (IQR) | 221 |
Descriptive statistics
| Standard deviation | 16186.226 |
|---|---|
| Coefficient of variation (CV) | 0.22985057 |
| Kurtosis | 3.3274503 |
| Mean | 70420.649 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.3026253 |
| Sum | 9.5603073 × 108 |
| Variance | 2.6199392 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76540 | 6844 | |
| 27701 | 442 | 3.3% |
| 76057 | 290 | 2.1% |
| 76451 | 219 | 1.6% |
| 76319 | 218 | 1.6% |
| 76709 | 208 | 1.5% |
| 76575 | 200 | 1.5% |
| 76322 | 181 | 1.3% |
| 76377 | 139 | 1.0% |
| 76705 | 134 | 1.0% |
| Other values (249) | 4701 |
| Value | Count | Frequency (%) |
| 12082 | 16 | |
| 14118 | 3 | < 0.1% |
| 14333 | 1 | < 0.1% |
| 14341 | 2 | < 0.1% |
| 14366 | 1 | < 0.1% |
| 27003 | 28 | |
| 27008 | 6 | < 0.1% |
| 27016 | 2 | < 0.1% |
| 27056 | 1 | < 0.1% |
| 27062 | 12 |
| Value | Count | Frequency (%) |
| 93010 | 1 | < 0.1% |
| 78362 | 5 | < 0.1% |
| 78073 | 1 | < 0.1% |
| 76759 | 1 | < 0.1% |
| 76758 | 19 | |
| 76756 | 11 | |
| 76753 | 16 | |
| 76750 | 2 | < 0.1% |
| 76743 | 15 | |
| 76740 | 4 | < 0.1% |
journey_start_department
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.949028 |
| Minimum | 12 |
|---|---|
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 76 |
| median | 76 |
| Q3 | 76 |
| 95-th percentile | 76 |
| Maximum | 93 |
| Range | 81 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 16.168434 |
|---|---|
| Coefficient of variation (CV) | 0.23114594 |
| Kurtosis | 3.325264 |
| Mean | 69.949028 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.3025595 |
| Sum | 949628 |
| Variance | 261.41825 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 76 | 11895 | |
| 27 | 1646 | 12.1% |
| 12 | 16 | 0.1% |
| 14 | 7 | 0.1% |
| 78 | 6 | < 0.1% |
| 60 | 4 | < 0.1% |
| 75 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 16 | 0.1% |
| 14 | 7 | 0.1% |
| 27 | 1646 | 12.1% |
| 60 | 4 | < 0.1% |
| 75 | 1 | < 0.1% |
| 76 | 11895 | |
| 78 | 6 | < 0.1% |
| 93 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 93 | 1 | < 0.1% |
| 78 | 6 | < 0.1% |
| 76 | 11895 | |
| 75 | 1 | < 0.1% |
| 60 | 4 | < 0.1% |
| 27 | 1646 | 12.1% |
| 14 | 7 | 0.1% |
| 12 | 16 | 0.1% |
| Distinct | 259 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 35 |
|---|---|
| Median length | 5 |
| Mean length | 9.4516058 |
| Min length | 2 |
Characters and Unicode
| Total characters | 128315 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Rouen |
|---|---|
| 2nd row | Rouen |
| 3rd row | Varneville-Bretteville |
| 4th row | Varneville-Bretteville |
| 5th row | Le Mesnil-Esnard |
| Value | Count | Frequency (%) |
| rouen | 6844 | |
| le | 681 | 4.6% |
| val-de-reuil | 442 | 3.0% |
| barentin | 290 | 2.0% |
| mont-saint-aignan | 219 | 1.5% |
| grand-couronne | 218 | 1.5% |
| trait | 208 | 1.4% |
| saint-ã‰tienne-du-rouvray | 200 | 1.4% |
| la | 184 | 1.2% |
| grand-quevilly | 181 | 1.2% |
| Other values (261) | 5268 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17036 | |
| n | 13564 | |
| u | 12383 | 9.7% |
| o | 11193 | 8.7% |
| R | 8004 | 6.2% |
| i | 7308 | 5.7% |
| l | 7256 | 5.7% |
| - | 7012 | 5.5% |
| a | 6521 | 5.1% |
| r | 5422 | 4.2% |
| Other values (47) | 32616 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 97913 | |
| Uppercase Letter | 20599 | 16.1% |
| Dash Punctuation | 7012 | 5.5% |
| Space Separator | 1159 | 0.9% |
| Modifier Symbol | 527 | 0.4% |
| Other Symbol | 493 | 0.4% |
| Control | 452 | 0.4% |
| Other Punctuation | 132 | 0.1% |
| Initial Punctuation | 19 | < 0.1% |
| Currency Symbol | 9 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 17036 | |
| n | 13564 | |
| u | 12383 | |
| o | 11193 | |
| i | 7308 | |
| l | 7256 | |
| a | 6521 | 6.7% |
| r | 5422 | 5.5% |
| t | 4005 | 4.1% |
| s | 2595 | 2.7% |
| Other values (13) | 10630 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 8004 | |
| S | 1509 | 7.3% |
| Ã | 1498 | 7.3% |
| B | 1396 | 6.8% |
| L | 1162 | 5.6% |
| M | 886 | 4.3% |
| C | 850 | 4.1% |
| V | 733 | 3.6% |
| G | 694 | 3.4% |
| P | 690 | 3.3% |
| Other values (13) | 3177 | 15.4% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 488 | |
| ´ | 39 | 7.4% |
Other Symbol
| Value | Count | Frequency (%) |
| © | 487 | |
| ® | 6 | 1.2% |
Control
| Value | Count | Frequency (%) |
| ‰ | 450 | |
| “ | 2 | 0.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7012 |
Space Separator
| Value | Count | Frequency (%) |
| 1159 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 132 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 19 |
Currency Symbol
| Value | Count | Frequency (%) |
| ¢ | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 118512 | |
| Common | 9803 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 17036 | |
| n | 13564 | |
| u | 12383 | |
| o | 11193 | |
| R | 8004 | 6.8% |
| i | 7308 | 6.2% |
| l | 7256 | 6.1% |
| a | 6521 | 5.5% |
| r | 5422 | 4.6% |
| t | 4005 | 3.4% |
| Other values (36) | 25820 |
Common
| Value | Count | Frequency (%) |
| - | 7012 | |
| 1159 | 11.8% | |
| ¨ | 488 | 5.0% |
| © | 487 | 5.0% |
| ‰ | 450 | 4.6% |
| ' | 132 | 1.3% |
| ´ | 39 | 0.4% |
| « | 19 | 0.2% |
| ¢ | 9 | 0.1% |
| ® | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125315 | |
| None | 3000 | 2.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 17036 | |
| n | 13564 | |
| u | 12383 | |
| o | 11193 | 8.9% |
| R | 8004 | 6.4% |
| i | 7308 | 5.8% |
| l | 7256 | 5.8% |
| - | 7012 | 5.6% |
| a | 6521 | 5.2% |
| r | 5422 | 4.3% |
| Other values (37) | 29616 |
None
| Value | Count | Frequency (%) |
| Ã | 1498 | |
| ¨ | 488 | 16.3% |
| © | 487 | 16.2% |
| ‰ | 450 | 15.0% |
| ´ | 39 | 1.3% |
| « | 19 | 0.6% |
| ¢ | 9 | 0.3% |
| ® | 6 | 0.2% |
| Ã… | 2 | 0.1% |
| “ | 2 | 0.1% |
journey_start_towngroup
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| Métropole Rouen Normandie | |
|---|---|
| CA Seine-Eure | 875 |
| CC Inter-Caux-Vexin | 727 |
| CC Roumois Seine | 438 |
| CC Caux - Austreberthe | 419 |
| Other values (27) | 924 |
Length
| Max length | 45 |
|---|---|
| Median length | 26 |
| Mean length | 24.201385 |
| Min length | 13 |
Characters and Unicode
| Total characters | 328558 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Métropole Rouen Normandie |
|---|---|
| 2nd row | Métropole Rouen Normandie |
| 3rd row | CC Terroir de Caux |
| 4th row | CC Terroir de Caux |
| 5th row | Métropole Rouen Normandie |
Common Values
| Value | Count | Frequency (%) |
| Métropole Rouen Normandie | 10193 | |
| CA Seine-Eure | 875 | 6.4% |
| CC Inter-Caux-Vexin | 727 | 5.4% |
| CC Roumois Seine | 438 | 3.2% |
| CC Caux - Austreberthe | 419 | 3.1% |
| CA Evreux Portes de Normandie | 139 | 1.0% |
| CC Terroir de Caux | 108 | 0.8% |
| CC Yvetot Normandie | 103 | 0.8% |
| CC Lyons Andelle | 98 | 0.7% |
| CU Le Havre Seine Métropole | 97 | 0.7% |
| Other values (22) | 379 | 2.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| normandie | 10495 | |
| mã©tropole | 10292 | |
| rouen | 10193 | |
| cc | 2069 | 5.1% |
| ca | 1205 | 3.0% |
| seine-eure | 875 | 2.2% |
| inter-caux-vexin | 727 | 1.8% |
| seine | 653 | 1.6% |
| caux | 615 | 1.5% |
| 440 | 1.1% | |
| Other values (59) | 3038 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 43065 | |
| e | 39214 | 11.9% |
| 27026 | 8.2% | |
| r | 24254 | 7.4% |
| n | 24114 | 7.3% |
| u | 13699 | 4.2% |
| i | 13656 | 4.2% |
| a | 12505 | 3.8% |
| t | 12473 | 3.8% |
| m | 11210 | 3.4% |
| Other values (46) | 107342 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 232011 | |
| Uppercase Letter | 56035 | 17.1% |
| Space Separator | 27026 | 8.2% |
| Other Symbol | 10535 | 3.2% |
| Dash Punctuation | 2865 | 0.9% |
| Modifier Symbol | 29 | < 0.1% |
| Decimal Number | 26 | < 0.1% |
| Other Punctuation | 26 | < 0.1% |
| Currency Symbol | 3 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 43065 | |
| e | 39214 | |
| r | 24254 | |
| n | 24114 | |
| u | 13699 | 5.9% |
| i | 13656 | 5.9% |
| a | 12505 | 5.4% |
| t | 12473 | 5.4% |
| m | 11210 | 4.8% |
| d | 11052 | 4.8% |
| Other values (13) | 26769 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 10719 | |
| Ã | 10567 | |
| N | 10514 | |
| M | 10297 | |
| C | 6881 | |
| A | 1888 | 3.4% |
| S | 1529 | 2.7% |
| E | 1086 | 1.9% |
| V | 763 | 1.4% |
| I | 736 | 1.3% |
| Other values (11) | 1055 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 18 | |
| . | 5 | 19.2% |
| ' | 3 | 11.5% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 26 | |
| ´ | 3 | 10.3% |
Space Separator
| Value | Count | Frequency (%) |
| 27026 |
Other Symbol
| Value | Count | Frequency (%) |
| © | 10535 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2865 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 26 |
Currency Symbol
| Value | Count | Frequency (%) |
| ¢ | 3 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 288046 | |
| Common | 40512 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 43065 | |
| e | 39214 | |
| r | 24254 | 8.4% |
| n | 24114 | 8.4% |
| u | 13699 | 4.8% |
| i | 13656 | 4.7% |
| a | 12505 | 4.3% |
| t | 12473 | 4.3% |
| m | 11210 | 3.9% |
| d | 11052 | 3.8% |
| Other values (34) | 82804 |
Common
| Value | Count | Frequency (%) |
| 27026 | ||
| © | 10535 | 26.0% |
| - | 2865 | 7.1% |
| 4 | 26 | 0.1% |
| ¨ | 26 | 0.1% |
| / | 18 | < 0.1% |
| . | 5 | < 0.1% |
| ´ | 3 | < 0.1% |
| ' | 3 | < 0.1% |
| ¢ | 3 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 307424 | |
| None | 21134 | 6.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 43065 | |
| e | 39214 | |
| 27026 | 8.8% | |
| r | 24254 | 7.9% |
| n | 24114 | 7.8% |
| u | 13699 | 4.5% |
| i | 13656 | 4.4% |
| a | 12505 | 4.1% |
| t | 12473 | 4.1% |
| m | 11210 | 3.6% |
| Other values (41) | 86208 |
None
| Value | Count | Frequency (%) |
| Ã | 10567 | |
| © | 10535 | |
| ¨ | 26 | 0.1% |
| ´ | 3 | < 0.1% |
| ¢ | 3 | < 0.1% |
journey_start_country
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 941.3 KiB |
| France |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 81456 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | France |
|---|---|
| 2nd row | France |
| 3rd row | France |
| 4th row | France |
| 5th row | France |
Common Values
| Value | Count | Frequency (%) |
| France | 13576 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| france | 13576 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 67880 | |
| Uppercase Letter | 13576 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 13576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81456 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
| Distinct | 3056 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-08-01 00:50:00+02:00 |
|---|---|
| Maximum | 2023-09-01 00:00:00+02:00 |
Histogram with fixed size bins (bins=50)
journey_end_date
Date
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-08-01 00:00:00 |
|---|---|
| Maximum | 2023-09-01 00:00:00 |
Histogram with fixed size bins (bins=32)
journey_end_time
Date
| Distinct | 144 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 212.1 KiB |
| Minimum | 2023-10-14 00:00:00 |
|---|---|
| Maximum | 2023-10-14 23:50:00 |
Histogram with fixed size bins (bins=50)
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Real number (ℝ)
HIGH CORRELATION
| Distinct | 594 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0760085 |
| Minimum | -0.351 |
|---|---|
| Maximum | 3.085 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | -0.351 |
|---|---|
| 5-th percentile | 0.877 |
| Q1 | 1.065 |
| median | 1.09 |
| Q3 | 1.112 |
| 95-th percentile | 1.223 |
| Maximum | 3.085 |
| Range | 3.436 |
| Interquartile range (IQR) | 0.047 |
Descriptive statistics
| Standard deviation | 0.14175201 |
|---|---|
| Coefficient of variation (CV) | 0.13173874 |
| Kurtosis | 27.330992 |
| Mean | 1.0760085 |
| Median Absolute Deviation (MAD) | 0.023 |
| Skewness | -1.9216702 |
| Sum | 14607.892 |
| Variance | 0.020093631 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.093 | 336 | 2.5% |
| 1.103 | 279 | 2.1% |
| 1.107 | 241 | 1.8% |
| 1.078 | 238 | 1.8% |
| 1.092 | 227 | 1.7% |
| 1.087 | 224 | 1.6% |
| 1.084 | 208 | 1.5% |
| 1.08 | 207 | 1.5% |
| 1.095 | 199 | 1.5% |
| 1.101 | 188 | 1.4% |
| Other values (584) | 11229 |
| Value | Count | Frequency (%) |
| -0.351 | 1 | < 0.1% |
| -0.35 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.097 | 1 | < 0.1% |
| 0.112 | 1 | < 0.1% |
| 0.143 | 2 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.181 | 19 | 0.1% |
| 0.182 | 2 | < 0.1% |
| 0.183 | 71 |
| Value | Count | Frequency (%) |
| 3.085 | 1 | |
| 3.079 | 2 | |
| 2.177 | 2 | |
| 2.106 | 1 | |
| 2.095 | 1 | |
| 2.081 | 2 | |
| 2.006 | 2 | |
| 2.004 | 1 | |
| 1.996 | 1 | |
| 1.779 | 1 |
journey_end_lat
Real number (ℝ)
HIGH CORRELATION
| Distinct | 514 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.424 |
| Minimum | 44.115 |
|---|---|
| Maximum | 50.353 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 44.115 |
|---|---|
| 5-th percentile | 49.245 |
| Q1 | 49.419 |
| median | 49.438 |
| Q3 | 49.448 |
| 95-th percentile | 49.563 |
| Maximum | 50.353 |
| Range | 6.238 |
| Interquartile range (IQR) | 0.029 |
Descriptive statistics
| Standard deviation | 0.11834133 |
|---|---|
| Coefficient of variation (CV) | 0.0023944102 |
| Kurtosis | 598.57647 |
| Mean | 49.424 |
| Median Absolute Deviation (MAD) | 0.013 |
| Skewness | -13.539209 |
| Sum | 670980.22 |
| Variance | 0.01400467 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49.44 | 456 | 3.4% |
| 49.437 | 422 | 3.1% |
| 49.441 | 413 | 3.0% |
| 49.446 | 369 | 2.7% |
| 49.443 | 356 | 2.6% |
| 49.438 | 351 | 2.6% |
| 49.447 | 345 | 2.5% |
| 49.436 | 309 | 2.3% |
| 49.434 | 305 | 2.2% |
| 49.439 | 302 | 2.2% |
| Other values (504) | 9948 |
| Value | Count | Frequency (%) |
| 44.115 | 2 | < 0.1% |
| 48.891 | 2 | < 0.1% |
| 48.976 | 4 | |
| 49 | 1 | < 0.1% |
| 49.001 | 2 | < 0.1% |
| 49.002 | 3 | < 0.1% |
| 49.005 | 8 | |
| 49.006 | 2 | < 0.1% |
| 49.011 | 6 | |
| 49.012 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50.353 | 1 | < 0.1% |
| 49.974 | 4 | < 0.1% |
| 49.927 | 1 | < 0.1% |
| 49.926 | 1 | < 0.1% |
| 49.921 | 22 | |
| 49.92 | 6 | < 0.1% |
| 49.919 | 11 | |
| 49.918 | 1 | < 0.1% |
| 49.917 | 1 | < 0.1% |
| 49.915 | 6 | < 0.1% |
journey_end_insee
Real number (ℝ)
HIGH CORRELATION
| Distinct | 254 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70834.284 |
| Minimum | 12145 |
|---|---|
| Maximum | 92050 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 12145 |
|---|---|
| 5-th percentile | 27375 |
| Q1 | 76322 |
| median | 76540 |
| Q3 | 76540 |
| 95-th percentile | 76681 |
| Maximum | 92050 |
| Range | 79905 |
| Interquartile range (IQR) | 218 |
Descriptive statistics
| Standard deviation | 15663.277 |
|---|---|
| Coefficient of variation (CV) | 0.22112565 |
| Kurtosis | 3.835483 |
| Mean | 70834.284 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4131868 |
| Sum | 9.6164624 × 108 |
| Variance | 2.4533826 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76540 | 7050 | |
| 27701 | 452 | 3.3% |
| 76057 | 277 | 2.0% |
| 76451 | 248 | 1.8% |
| 76575 | 213 | 1.6% |
| 76709 | 195 | 1.4% |
| 76705 | 191 | 1.4% |
| 76319 | 180 | 1.3% |
| 76322 | 174 | 1.3% |
| 27375 | 142 | 1.0% |
| Other values (244) | 4454 |
| Value | Count | Frequency (%) |
| 12145 | 2 | < 0.1% |
| 14341 | 2 | < 0.1% |
| 14715 | 1 | < 0.1% |
| 27003 | 33 | |
| 27008 | 5 | < 0.1% |
| 27011 | 2 | < 0.1% |
| 27016 | 1 | < 0.1% |
| 27056 | 1 | < 0.1% |
| 27058 | 2 | < 0.1% |
| 27062 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 92050 | 2 | < 0.1% |
| 78362 | 4 | < 0.1% |
| 76759 | 2 | < 0.1% |
| 76758 | 18 | |
| 76756 | 14 | |
| 76753 | 19 | |
| 76752 | 1 | < 0.1% |
| 76750 | 20 | |
| 76743 | 26 | |
| 76740 | 8 | 0.1% |
journey_end_department
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.356659 |
| Minimum | 12 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 76 |
| median | 76 |
| Q3 | 76 |
| 95-th percentile | 76 |
| Maximum | 92 |
| Range | 80 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.647557 |
|---|---|
| Coefficient of variation (CV) | 0.22240336 |
| Kurtosis | 3.835616 |
| Mean | 70.356659 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4134174 |
| Sum | 955162 |
| Variance | 244.84604 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 76 | 12001 | |
| 27 | 1555 | 11.5% |
| 60 | 8 | 0.1% |
| 78 | 4 | < 0.1% |
| 14 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 92 | 2 | < 0.1% |
| 59 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 27 | 1555 | 11.5% |
| 59 | 1 | < 0.1% |
| 60 | 8 | 0.1% |
| 76 | 12001 | |
| 78 | 4 | < 0.1% |
| 92 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 92 | 2 | < 0.1% |
| 78 | 4 | < 0.1% |
| 76 | 12001 | |
| 60 | 8 | 0.1% |
| 59 | 1 | < 0.1% |
| 27 | 1555 | 11.5% |
| 14 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
journey_end_town
Text
| Distinct | 254 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 35 |
|---|---|
| Median length | 5 |
| Mean length | 9.2795374 |
| Min length | 2 |
Characters and Unicode
| Total characters | 125979 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Le Petit-Quevilly |
|---|---|
| 2nd row | Franqueville-Saint-Pierre |
| 3rd row | Rouen |
| 4th row | Rouen |
| 5th row | Rouen |
| Value | Count | Frequency (%) |
| rouen | 7050 | |
| le | 690 | 4.7% |
| val-de-reuil | 452 | 3.1% |
| barentin | 277 | 1.9% |
| mont-saint-aignan | 248 | 1.7% |
| saint-ã‰tienne-du-rouvray | 213 | 1.5% |
| trait | 195 | 1.3% |
| tourville-la-riviã¨re | 191 | 1.3% |
| grand-couronne | 180 | 1.2% |
| grand-quevilly | 174 | 1.2% |
| Other values (256) | 4982 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16756 | |
| n | 13543 | |
| u | 12392 | 9.8% |
| o | 11169 | 8.9% |
| R | 8247 | 6.5% |
| i | 7382 | 5.9% |
| l | 7161 | 5.7% |
| - | 6850 | 5.4% |
| a | 6109 | 4.8% |
| r | 5079 | 4.0% |
| Other values (48) | 31291 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 96062 | |
| Uppercase Letter | 20376 | 16.2% |
| Dash Punctuation | 6850 | 5.4% |
| Space Separator | 1076 | 0.9% |
| Modifier Symbol | 561 | 0.4% |
| Control | 460 | 0.4% |
| Other Symbol | 452 | 0.4% |
| Other Punctuation | 103 | 0.1% |
| Currency Symbol | 18 | < 0.1% |
| Initial Punctuation | 17 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16756 | |
| n | 13543 | |
| u | 12392 | |
| o | 11169 | |
| i | 7382 | |
| l | 7161 | |
| a | 6109 | 6.4% |
| r | 5079 | 5.3% |
| t | 3947 | 4.1% |
| v | 2583 | 2.7% |
| Other values (13) | 9941 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 8247 | |
| Ã | 1511 | 7.4% |
| S | 1488 | 7.3% |
| B | 1289 | 6.3% |
| L | 1124 | 5.5% |
| M | 904 | 4.4% |
| C | 771 | 3.8% |
| V | 761 | 3.7% |
| A | 635 | 3.1% |
| G | 633 | 3.1% |
| Other values (13) | 3013 | 14.8% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 516 | |
| ´ | 45 | 8.0% |
Control
| Value | Count | Frequency (%) |
| ‰ | 459 | |
| “ | 1 | 0.2% |
Other Symbol
| Value | Count | Frequency (%) |
| © | 437 | |
| ® | 15 | 3.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6850 |
Space Separator
| Value | Count | Frequency (%) |
| 1076 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 103 |
Currency Symbol
| Value | Count | Frequency (%) |
| ¢ | 18 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 17 |
Other Letter
| Value | Count | Frequency (%) |
| ª | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 116442 | |
| Common | 9537 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16756 | |
| n | 13543 | |
| u | 12392 | |
| o | 11169 | |
| R | 8247 | 7.1% |
| i | 7382 | 6.3% |
| l | 7161 | 6.1% |
| a | 6109 | 5.2% |
| r | 5079 | 4.4% |
| t | 3947 | 3.4% |
| Other values (37) | 24657 |
Common
| Value | Count | Frequency (%) |
| - | 6850 | |
| 1076 | 11.3% | |
| ¨ | 516 | 5.4% |
| ‰ | 459 | 4.8% |
| © | 437 | 4.6% |
| ' | 103 | 1.1% |
| ´ | 45 | 0.5% |
| ¢ | 18 | 0.2% |
| « | 17 | 0.2% |
| ® | 15 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 122955 | |
| None | 3024 | 2.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 16756 | |
| n | 13543 | |
| u | 12392 | |
| o | 11169 | 9.1% |
| R | 8247 | 6.7% |
| i | 7382 | 6.0% |
| l | 7161 | 5.8% |
| - | 6850 | 5.6% |
| a | 6109 | 5.0% |
| r | 5079 | 4.1% |
| Other values (37) | 28267 |
None
| Value | Count | Frequency (%) |
| Ã | 1511 | |
| ¨ | 516 | 17.1% |
| ‰ | 459 | 15.2% |
| © | 437 | 14.5% |
| ´ | 45 | 1.5% |
| ¢ | 18 | 0.6% |
| « | 17 | 0.6% |
| ® | 15 | 0.5% |
| ª | 4 | 0.1% |
| Ã… | 1 | < 0.1% |
journey_end_towngroup
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| Métropole Rouen Normandie | |
|---|---|
| CA Seine-Eure | 903 |
| CC Inter-Caux-Vexin | 638 |
| CC Caux - Austreberthe | 419 |
| CC Roumois Seine | 338 |
| Other values (26) | 891 |
Length
| Max length | 45 |
|---|---|
| Median length | 26 |
| Mean length | 24.332278 |
| Min length | 13 |
Characters and Unicode
| Total characters | 330335 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Métropole Rouen Normandie |
|---|---|
| 2nd row | Métropole Rouen Normandie |
| 3rd row | Métropole Rouen Normandie |
| 4th row | Métropole Rouen Normandie |
| 5th row | Métropole Rouen Normandie |
Common Values
| Value | Count | Frequency (%) |
| Métropole Rouen Normandie | 10387 | |
| CA Seine-Eure | 903 | 6.7% |
| CC Inter-Caux-Vexin | 638 | 4.7% |
| CC Caux - Austreberthe | 419 | 3.1% |
| CC Roumois Seine | 338 | 2.5% |
| CA Evreux Portes de Normandie | 137 | 1.0% |
| CU Le Havre Seine Métropole | 124 | 0.9% |
| CC Terroir de Caux | 96 | 0.7% |
| CC Lyons Andelle | 80 | 0.6% |
| CC Communauté Bray-Eawy | 79 | 0.6% |
| Other values (21) | 375 | 2.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| normandie | 10666 | |
| mã©tropole | 10513 | |
| rouen | 10387 | |
| cc | 1814 | 4.5% |
| ca | 1243 | 3.1% |
| seine-eure | 903 | 2.2% |
| inter-caux-vexin | 638 | 1.6% |
| caux | 600 | 1.5% |
| seine | 579 | 1.4% |
| 432 | 1.1% | |
| Other values (57) | 2895 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 43642 | |
| e | 39460 | 11.9% |
| 27094 | 8.2% | |
| r | 24566 | 7.4% |
| n | 24235 | 7.3% |
| u | 13724 | 4.2% |
| i | 13620 | 4.1% |
| a | 12584 | 3.8% |
| t | 12544 | 3.8% |
| m | 11305 | 3.4% |
| Other values (43) | 107561 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 233672 | |
| Uppercase Letter | 56016 | 17.0% |
| Space Separator | 27094 | 8.2% |
| Other Symbol | 10765 | 3.3% |
| Dash Punctuation | 2708 | 0.8% |
| Modifier Symbol | 34 | < 0.1% |
| Decimal Number | 32 | < 0.1% |
| Other Punctuation | 12 | < 0.1% |
| Currency Symbol | 1 | < 0.1% |
| Control | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 10818 | |
| Ã | 10800 | |
| N | 10687 | |
| M | 10517 | |
| C | 6332 | |
| A | 1901 | 3.4% |
| S | 1482 | 2.6% |
| E | 1119 | 2.0% |
| V | 652 | 1.2% |
| I | 646 | 1.2% |
| Other values (12) | 1062 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 43642 | |
| e | 39460 | |
| r | 24566 | |
| n | 24235 | |
| u | 13724 | 5.9% |
| i | 13620 | 5.8% |
| a | 12584 | 5.4% |
| t | 12544 | 5.4% |
| m | 11305 | 4.8% |
| d | 11182 | 4.8% |
| Other values (11) | 26810 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 32 | |
| ´ | 2 | 5.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 11 | |
| ' | 1 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 27094 |
Other Symbol
| Value | Count | Frequency (%) |
| © | 10765 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2708 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 32 |
Currency Symbol
| Value | Count | Frequency (%) |
| ¢ | 1 |
Control
| Value | Count | Frequency (%) |
| “ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 289688 | |
| Common | 40647 | 12.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 43642 | |
| e | 39460 | |
| r | 24566 | 8.5% |
| n | 24235 | 8.4% |
| u | 13724 | 4.7% |
| i | 13620 | 4.7% |
| a | 12584 | 4.3% |
| t | 12544 | 4.3% |
| m | 11305 | 3.9% |
| d | 11182 | 3.9% |
| Other values (33) | 82826 |
Common
| Value | Count | Frequency (%) |
| 27094 | ||
| © | 10765 | 26.5% |
| - | 2708 | 6.7% |
| 4 | 32 | 0.1% |
| ¨ | 32 | 0.1% |
| / | 11 | < 0.1% |
| ´ | 2 | < 0.1% |
| ' | 1 | < 0.1% |
| ¢ | 1 | < 0.1% |
| “ | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 308733 | |
| None | 21602 | 6.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 43642 | |
| e | 39460 | |
| 27094 | 8.8% | |
| r | 24566 | 8.0% |
| n | 24235 | 7.8% |
| u | 13724 | 4.4% |
| i | 13620 | 4.4% |
| a | 12584 | 4.1% |
| t | 12544 | 4.1% |
| m | 11305 | 3.7% |
| Other values (36) | 85959 |
None
| Value | Count | Frequency (%) |
| Ã | 10800 | |
| © | 10765 | |
| ¨ | 32 | 0.1% |
| ´ | 2 | < 0.1% |
| ¢ | 1 | < 0.1% |
| Ã… | 1 | < 0.1% |
| “ | 1 | < 0.1% |
journey_end_country
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 941.3 KiB |
| France |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 81456 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | France |
|---|---|
| 2nd row | France |
| 3rd row | France |
| 4th row | France |
| 5th row | France |
Common Values
| Value | Count | Frequency (%) |
| France | 13576 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| france | 13576 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 67880 | |
| Uppercase Letter | 13576 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 13576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81456 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 13576 | |
| r | 13576 | |
| a | 13576 | |
| n | 13576 | |
| c | 13576 | |
| e | 13576 |
passenger_seats
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 875.0 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13576 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 13576 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 13576 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 13576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13576 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 13576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13576 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 13576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 13576 |
operator_class
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 875.0 KiB |
| C | |
|---|---|
| B | 411 |
| A | 18 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13576 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 13147 | |
| B | 411 | 3.0% |
| A | 18 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 13147 | |
| b | 411 | 3.0% |
| a | 18 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 13147 | |
| B | 411 | 3.0% |
| A | 18 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 13576 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 13147 | |
| B | 411 | 3.0% |
| A | 18 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13576 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 13147 | |
| B | 411 | 3.0% |
| A | 18 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 13147 | |
| B | 411 | 3.0% |
| A | 18 | 0.1% |
journey_distance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6537 |
|---|---|
| Distinct (%) | 48.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23725.623 |
| Minimum | 1838 |
|---|---|
| Maximum | 781647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 1838 |
|---|---|
| 5-th percentile | 4173.5 |
| Q1 | 10920.25 |
| median | 20414 |
| Q3 | 29825 |
| 95-th percentile | 60322 |
| Maximum | 781647 |
| Range | 779809 |
| Interquartile range (IQR) | 18904.75 |
Descriptive statistics
| Standard deviation | 32052.276 |
|---|---|
| Coefficient of variation (CV) | 1.3509561 |
| Kurtosis | 404.89361 |
| Mean | 23725.623 |
| Median Absolute Deviation (MAD) | 9422.5 |
| Skewness | 17.527561 |
| Sum | 3.2209906 × 108 |
| Variance | 1.0273484 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34543 | 68 | 0.5% |
| 32828 | 64 | 0.5% |
| 63623 | 25 | 0.2% |
| 64346 | 24 | 0.2% |
| 22608 | 24 | 0.2% |
| 32904 | 24 | 0.2% |
| 22304 | 22 | 0.2% |
| 21952 | 21 | 0.2% |
| 16452 | 21 | 0.2% |
| 20414 | 20 | 0.1% |
| Other values (6527) | 13263 |
| Value | Count | Frequency (%) |
| 1838 | 1 | |
| 2188 | 1 | |
| 2254 | 1 | |
| 2257 | 1 | |
| 2274 | 2 | |
| 2430 | 1 | |
| 2442 | 1 | |
| 2463 | 1 | |
| 2529 | 1 | |
| 2546 | 2 |
| Value | Count | Frequency (%) |
| 781647 | 16 | |
| 748736 | 2 | < 0.1% |
| 230069 | 1 | < 0.1% |
| 147197 | 1 | < 0.1% |
| 140949 | 1 | < 0.1% |
| 127860 | 2 | < 0.1% |
| 127042 | 1 | < 0.1% |
| 126696 | 1 | < 0.1% |
| 126559 | 1 | < 0.1% |
| 126547 | 1 | < 0.1% |
journey_duration
Real number (ℝ)
HIGH CORRELATION
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.429213 |
| Minimum | 1 |
|---|---|
| Maximum | 442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 18 |
| median | 25 |
| Q3 | 34 |
| 95-th percentile | 49 |
| Maximum | 442 |
| Range | 441 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 19.226233 |
|---|---|
| Coefficient of variation (CV) | 0.70094 |
| Kurtosis | 279.68668 |
| Mean | 27.429213 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 13.373448 |
| Sum | 372379 |
| Variance | 369.64803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 476 | 3.5% |
| 25 | 469 | 3.5% |
| 16 | 468 | 3.4% |
| 26 | 468 | 3.4% |
| 18 | 461 | 3.4% |
| 22 | 456 | 3.4% |
| 27 | 454 | 3.3% |
| 20 | 448 | 3.3% |
| 23 | 447 | 3.3% |
| 29 | 443 | 3.3% |
| Other values (83) | 8986 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 8 | 0.1% |
| 6 | 17 | 0.1% |
| 7 | 43 | 0.3% |
| 8 | 113 | 0.8% |
| 9 | 199 | |
| 10 | 205 | |
| 11 | 233 | |
| 12 | 299 |
| Value | Count | Frequency (%) |
| 442 | 16 | |
| 424 | 2 | < 0.1% |
| 177 | 1 | < 0.1% |
| 143 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
| 113 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 1 | < 0.1% |
has_incentive
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 901.5 KiB |
| NON | |
|---|---|
| OUI | 32 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 40728 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NON |
|---|---|
| 2nd row | NON |
| 3rd row | NON |
| 4th row | NON |
| 5th row | NON |
Common Values
| Value | Count | Frequency (%) |
| NON | 13544 | |
| OUI | 32 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| non | 13544 | |
| oui | 32 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 27088 | |
| O | 13576 | |
| U | 32 | 0.1% |
| I | 32 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 40728 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 27088 | |
| O | 13576 | |
| U | 32 | 0.1% |
| I | 32 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40728 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 27088 | |
| O | 13576 | |
| U | 32 | 0.1% |
| I | 32 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 27088 | |
| O | 13576 | |
| U | 32 | 0.1% |
| I | 32 | 0.1% |
| journey_id | journey_start_lon | journey_start_lat | journey_start_insee | journey_start_department | journey_end_lon | journey_end_lat | journey_end_insee | journey_end_department | journey_distance | journey_duration | journey_start_towngroup | journey_end_towngroup | operator_class | has_incentive | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| journey_id | 1.000 | 0.002 | 0.026 | -0.016 | 0.014 | -0.002 | 0.028 | -0.003 | 0.027 | -0.021 | 0.006 | 0.038 | 0.020 | 0.053 | 0.045 |
| journey_start_lon | 0.002 | 1.000 | -0.163 | -0.056 | -0.182 | 0.086 | -0.024 | -0.019 | 0.001 | -0.021 | 0.020 | 0.853 | 0.042 | 0.668 | 0.753 |
| journey_start_lat | 0.026 | -0.163 | 1.000 | 0.228 | 0.542 | -0.006 | 0.107 | -0.036 | 0.004 | -0.097 | -0.092 | 0.885 | 0.180 | 0.667 | 0.707 |
| journey_start_insee | -0.016 | -0.056 | 0.228 | 1.000 | 0.611 | -0.014 | -0.050 | -0.241 | -0.184 | -0.142 | -0.087 | 0.992 | 0.000 | 0.667 | 0.855 |
| journey_start_department | 0.014 | -0.182 | 0.542 | 0.611 | 1.000 | 0.012 | -0.002 | -0.176 | -0.134 | -0.353 | -0.264 | 0.925 | 0.063 | 0.668 | 0.866 |
| journey_end_lon | -0.002 | 0.086 | -0.006 | -0.014 | 0.012 | 1.000 | -0.191 | -0.083 | -0.234 | 0.003 | 0.021 | 0.074 | 0.886 | 0.193 | 0.334 |
| journey_end_lat | 0.028 | -0.024 | 0.107 | -0.050 | -0.002 | -0.191 | 1.000 | 0.202 | 0.531 | -0.081 | -0.055 | 0.013 | 0.959 | 0.236 | 0.259 |
| journey_end_insee | -0.003 | -0.019 | -0.036 | -0.241 | -0.176 | -0.083 | 0.202 | 1.000 | 0.598 | -0.138 | -0.111 | 0.000 | 0.992 | 0.227 | 0.482 |
| journey_end_department | 0.027 | 0.001 | 0.004 | -0.184 | -0.134 | -0.234 | 0.531 | 0.598 | 1.000 | -0.362 | -0.285 | 0.063 | 0.999 | 0.238 | 0.499 |
| journey_distance | -0.021 | -0.021 | -0.097 | -0.142 | -0.353 | 0.003 | -0.081 | -0.138 | -0.362 | 1.000 | 0.859 | 0.657 | 0.737 | 0.707 | 0.765 |
| journey_duration | 0.006 | 0.020 | -0.092 | -0.087 | -0.264 | 0.021 | -0.055 | -0.111 | -0.285 | 0.859 | 1.000 | 0.661 | 0.514 | 0.707 | 0.766 |
| journey_start_towngroup | 0.038 | 0.853 | 0.885 | 0.992 | 0.925 | 0.074 | 0.013 | 0.000 | 0.063 | 0.657 | 0.661 | 1.000 | 0.033 | 0.670 | 0.865 |
| journey_end_towngroup | 0.020 | 0.042 | 0.180 | 0.000 | 0.063 | 0.886 | 0.959 | 0.992 | 0.999 | 0.737 | 0.514 | 0.033 | 1.000 | 0.240 | 0.498 |
| operator_class | 0.053 | 0.668 | 0.667 | 0.667 | 0.668 | 0.193 | 0.236 | 0.227 | 0.238 | 0.707 | 0.707 | 0.670 | 0.240 | 1.000 | 0.750 |
| has_incentive | 0.045 | 0.753 | 0.707 | 0.855 | 0.866 | 0.334 | 0.259 | 0.482 | 0.499 | 0.765 | 0.766 | 0.865 | 0.498 | 0.750 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| journey_id | trip_id | journey_start_datetime | journey_start_date | journey_start_time | journey_start_lon | journey_start_lat | journey_start_insee | journey_start_department | journey_start_town | journey_start_towngroup | journey_start_country | journey_end_datetime | journey_end_date | journey_end_time | journey_end_lon | journey_end_lat | journey_end_insee | journey_end_department | journey_end_town | journey_end_towngroup | journey_end_country | passenger_seats | operator_class | journey_distance | journey_duration | has_incentive | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 57 | 17277395 | d2a0a6fe-b8fa-4a1b-aae6-a21ca99c10d3 | 2023-08-01T00:40:00+02:00 | 2023-08-01 | 00:40:00 | 1.059 | 49.450 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-01T00:50:00+02:00 | 2023-08-01 | 00:50:00 | 1.066 | 49.431 | 76498 | 76 | Le Petit-Quevilly | Métropole Rouen Normandie | France | 1 | C | 3177 | 7 | NON |
| 59 | 17277418 | 8ed2d495-7515-4546-8cb0-19a464122142 | 2023-08-01T00:40:00+02:00 | 2023-08-01 | 00:40:00 | 1.064 | 49.446 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-01T01:00:00+02:00 | 2023-08-01 | 01:00:00 | 1.171 | 49.401 | 76475 | 76 | Franqueville-Saint-Pierre | Métropole Rouen Normandie | France | 1 | C | 13507 | 19 | NON |
| 98 | 17277506 | d2ddd2f4-bdd5-4e81-94bc-a2974a4f5dcb | 2023-08-01T01:50:00+02:00 | 2023-08-01 | 01:50:00 | 1.042 | 49.659 | 76721 | 76 | Varneville-Bretteville | CC Terroir de Caux | France | 2023-08-01T02:10:00+02:00 | 2023-08-01 | 02:10:00 | 1.062 | 49.451 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 30093 | 19 | NON |
| 99 | 17277507 | d2ddd2f4-bdd5-4e81-94bc-a2974a4f5dcb | 2023-08-01T01:50:00+02:00 | 2023-08-01 | 01:50:00 | 1.042 | 49.659 | 76721 | 76 | Varneville-Bretteville | CC Terroir de Caux | France | 2023-08-01T02:10:00+02:00 | 2023-08-01 | 02:10:00 | 1.062 | 49.451 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 30093 | 19 | NON |
| 113 | 17277546 | 74fe92cd-c8c8-4e75-89ab-89408f3e2ffd | 2023-08-01T02:20:00+02:00 | 2023-08-01 | 02:20:00 | 1.139 | 49.412 | 76429 | 76 | Le Mesnil-Esnard | Métropole Rouen Normandie | France | 2023-08-01T02:30:00+02:00 | 2023-08-01 | 02:30:00 | 1.088 | 49.439 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 5667 | 15 | NON |
| 154 | 17277875 | 0a5d78f0-ef23-4824-9c6f-e0e0d91d8af0 | 2023-08-01T03:30:00+02:00 | 2023-08-01 | 03:30:00 | 1.090 | 49.448 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-01T03:50:00+02:00 | 2023-08-01 | 03:50:00 | 1.141 | 49.498 | 76377 | 76 | Isneauville | Métropole Rouen Normandie | France | 1 | C | 9812 | 19 | NON |
| 380 | 17278265 | b39ed579-c82b-4fdd-bc7e-32c8c245bd0d | 2023-08-01T04:30:00+02:00 | 2023-08-01 | 04:30:00 | 1.069 | 49.439 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-01T05:00:00+02:00 | 2023-08-01 | 05:00:00 | 0.795 | 49.481 | 76709 | 76 | Le Trait | Métropole Rouen Normandie | France | 1 | C | 28018 | 27 | NON |
| 661 | 17278370 | aa851fa6-5b68-4ca8-a9ad-34f2b43d1fae | 2023-08-01T05:10:00+02:00 | 2023-08-01 | 05:10:00 | 1.036 | 49.423 | 76322 | 76 | Le Grand-Quevilly | Métropole Rouen Normandie | France | 2023-08-01T05:30:00+02:00 | 2023-08-01 | 05:30:00 | 1.132 | 49.434 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 9525 | 20 | NON |
| 707 | 17278565 | 1ae3503e-c236-41cc-8944-908423e3bf60 | 2023-08-01T05:20:00+02:00 | 2023-08-01 | 05:20:00 | 0.820 | 49.563 | 76160 | 76 | Carville-la-Folletière | CC Yvetot Normandie | France | 2023-08-01T05:50:00+02:00 | 2023-08-01 | 05:50:00 | 1.080 | 49.434 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 28054 | 31 | NON |
| 750 | 17278635 | 38a63869-d37c-4a94-b684-8916858446b8 | 2023-08-01T05:20:00+02:00 | 2023-08-01 | 05:20:00 | 0.850 | 49.361 | 27091 | 27 | Bosgouet | CC Roumois Seine | France | 2023-08-01T06:00:00+02:00 | 2023-08-01 | 06:00:00 | 1.107 | 49.441 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 1 | C | 30278 | 39 | NON |
| journey_id | trip_id | journey_start_datetime | journey_start_date | journey_start_time | journey_start_lon | journey_start_lat | journey_start_insee | journey_start_department | journey_start_town | journey_start_towngroup | journey_start_country | journey_end_datetime | journey_end_date | journey_end_time | journey_end_lon | journey_end_lat | journey_end_insee | journey_end_department | journey_end_town | journey_end_towngroup | journey_end_country | passenger_seats | operator_class | journey_distance | journey_duration | has_incentive | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 506189 | 17807250 | f311ead1-e6fe-41d1-b914-ce7caa52c5bf | 2023-08-31T22:20:00+02:00 | 2023-08-31 | 22:20:00 | 1.055 | 49.453 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T22:40:00+02:00 | 2023-08-31 | 22:40:00 | 1.038 | 49.526 | 76402 | 76 | Malaunay | Métropole Rouen Normandie | France | 1 | C | 18698 | 20 | NON |
| 506295 | 17830294 | d433e91d-6b50-4bb4-b565-128d8bc9fffd | 2023-08-31T22:40:00+02:00 | 2023-08-31 | 22:40:00 | 1.086 | 49.440 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.174 | 49.221 | 27375 | 27 | Louviers | CA Seine-Eure | France | 1 | C | 34914 | 27 | NON |
| 506362 | 17807422 | 841f2d99-7a5c-4dc5-8e67-8b2c57cbaac4 | 2023-08-31T23:00:00+02:00 | 2023-08-31 | 23:00:00 | 1.090 | 49.433 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.034 | 49.417 | 76322 | 76 | Le Grand-Quevilly | Métropole Rouen Normandie | France | 1 | C | 5832 | 11 | NON |
| 506403 | 17807625 | 1254381e-29c1-41a7-9b25-8e5e31b60ce4 | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.081 | 49.433 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:30:00+02:00 | 2023-08-31 | 23:30:00 | 1.103 | 49.389 | 76575 | 76 | Saint-Étienne-du-Rouvray | Métropole Rouen Normandie | France | 1 | C | 5931 | 20 | NON |
| 506404 | 17807627 | 1254381e-29c1-41a7-9b25-8e5e31b60ce4 | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.081 | 49.433 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:30:00+02:00 | 2023-08-31 | 23:30:00 | 1.103 | 49.389 | 76575 | 76 | Saint-Étienne-du-Rouvray | Métropole Rouen Normandie | France | 1 | C | 5931 | 20 | NON |
| 506405 | 17807629 | 1254381e-29c1-41a7-9b25-8e5e31b60ce4 | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.081 | 49.433 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:30:00+02:00 | 2023-08-31 | 23:30:00 | 1.103 | 49.389 | 76575 | 76 | Saint-Étienne-du-Rouvray | Métropole Rouen Normandie | France | 1 | C | 5931 | 20 | NON |
| 506406 | 17807649 | f736ad6b-9b8d-4f97-a7b2-e695ebd07f34 | 2023-08-31T23:10:00+02:00 | 2023-08-31 | 23:10:00 | 1.107 | 49.430 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:30:00+02:00 | 2023-08-31 | 23:30:00 | 1.086 | 49.393 | 76575 | 76 | Saint-Étienne-du-Rouvray | Métropole Rouen Normandie | France | 1 | C | 8312 | 18 | NON |
| 506444 | 17807741 | 126d8fa1-3d70-494b-9946-520bde64f652 | 2023-08-31T23:20:00+02:00 | 2023-08-31 | 23:20:00 | 1.084 | 49.422 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-08-31T23:50:00+02:00 | 2023-08-31 | 23:50:00 | 1.361 | 49.481 | 76573 | 76 | Saint-Denis-le-Thiboult | CC Inter-Caux-Vexin | France | 1 | C | 24298 | 31 | NON |
| 506520 | 17807743 | 0626382a-ded0-4297-92a4-b0999753832a | 2023-08-31T23:50:00+02:00 | 2023-08-31 | 23:50:00 | 1.092 | 49.439 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-09-01T00:00:00+02:00 | 2023-09-01 | 00:00:00 | 1.202 | 49.440 | 76591 | 76 | Saint-Jacques-sur-Darnétal | Métropole Rouen Normandie | France | 1 | C | 9665 | 17 | NON |
| 506521 | 17807745 | 74f6b016-c4bb-4be8-89fe-9246f423464f | 2023-08-31T23:50:00+02:00 | 2023-08-31 | 23:50:00 | 1.092 | 49.439 | 76540 | 76 | Rouen | Métropole Rouen Normandie | France | 2023-09-01T00:00:00+02:00 | 2023-09-01 | 00:00:00 | 1.202 | 49.440 | 76591 | 76 | Saint-Jacques-sur-Darnétal | Métropole Rouen Normandie | France | 1 | C | 9665 | 16 | NON |